Zhengjian Chen

ISTER: LINEAR TRANSFORMER FOR EFFICIENT MULTIVARIATE TIME SERIES FORECASTING

Transformer-based models have achieved remarkable success in multivariate time series forecasting (MTSF) by capturing long-range dependencies. However, their widespread adoption is hindered by the quadratic computational complexity of self-attention, which limits scalability on high-dimensional sequ…